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基于马尔科夫过程的异构网络性能分析与优化 被引量:12
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作者 施政 朱琦 《电子与信息学报》 EI CSCD 北大核心 2012年第9期2224-2229,共6页
该文给出了一种基于马尔科夫过程的异构网络性能优化方法。该方法将用户的移动性作为影响系统性能的一个重要因素,通过切换率来反映用户的移动性,并采用马尔科夫过程来分析异构网络的系统性能,得到异构网络系统的总吞吐量表达式。考虑... 该文给出了一种基于马尔科夫过程的异构网络性能优化方法。该方法将用户的移动性作为影响系统性能的一个重要因素,通过切换率来反映用户的移动性,并采用马尔科夫过程来分析异构网络的系统性能,得到异构网络系统的总吞吐量表达式。考虑到在两个网络的重叠区域用户需要选择接入的网络,将在重叠区域选择其中一个网络的业务到达率占该区域总的业务到达率的比例作为一个优化因子,通过选择合适的因子来最大化系统的吞吐量,最后通过黄金分割法来求解该优化问题。仿真结果表明,该算法能够有效提高异构网络系统的吞吐量,改善异构网络中无线资源的利用率。 展开更多
关键词 异构网络 协同无线资源管理 切换率分析 马尔科夫过程 黄金分割法
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Quality of Service Improvement for High-Speed Railway Communications 被引量:1
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作者 ZHOU Yuzhe AI Bo 《China Communications》 SCIE CSCD 2014年第11期156-167,共12页
With the fast development of highspeed railways,a call for fulfilling the notion of communication at "anytime,anywhere" for high-speed train passengers in the Train Operating Control System is on the way.In ... With the fast development of highspeed railways,a call for fulfilling the notion of communication at "anytime,anywhere" for high-speed train passengers in the Train Operating Control System is on the way.In order to make a realization of that,new railway wireless communication networks are needed.The most promising one is the Long Term Evolution for Railway which will provide broadband access,fast handover,and reliable communication for high mobility users.However,with the increase of speed,the system is subjected to high bit error rate,Doppler frequency shift and handover failure just like other system does.This paper is trying to solve these problems by employing MIMO technique.Specifically,the goal is to provide higher data rate,higher reliability,less delay,and other relative quality of services for passengers.MIMO performance analysis,resource allocation,and access control for handover and various services in a two-hop model are proposed in this paper.Analytical results and simulation results show that the proposed model and schemes perform well in improving the system performances. 展开更多
关键词 high-speed railway QOS M1MO HANDOVER access control
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